New methods can help study the phenomenon of turbulence

In his doctoral thesis, Michael Roop develops numerical methods that allow finding physically reliable approximate solutions ...
College of Computing - Georgia Tech

Vision AI Models Improve Decision Making in Manufacturing, Energy, and Finance

Georgia Tech researchers have created a new AI model for decision-focused learning (DFL), called Diffusion-DFL. Recent tests ...
IEEE

Cooperative Optimization With Globally Coupled Cost Function and Coupled Constraints

Abstract: In this paper, we study the cooperative optimization problem of multi-agent systems with globally coupled cost function and coupled constraints, and design a distributed computing framework ...
IEEE

Forecasting Water Consumption in Davao City: A Comparative Study of SARIMAX, Prophet, XGBoost, LSTM, and Multivariate Ensemble Models with Applied Particle Swarm Optimization

Abstract: Water is essential for life as it plays a critical role in agriculture, municipalities, and industries. However, rapid industrialization and population growth in Davao City, Philippines, ...